Thomas G. Dietterich
Thomas G. Dietterich publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, on topics such as Anomaly Detection Techniques and Applications, Evolutionary Algorithms and Applications and Reinforcement Learning in Robotics.
- World rank
- #7,364 of 1,633,909 ranked researchers
- Rank in United States
- #3,553 of 358,040
- Works
- 59
- Citations
- 1.3k
- Citations per work
- 22.1
What does Thomas G. Dietterich research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition4% of their works
- 3Computational Theory and Mathematics4% of their works
- 4Computer Networks and Communications4% of their works
- 5Information Systems4% of their works
- 6Ecology3% of their works
Research topics
Which keywords describe Thomas G. Dietterich's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Active Learning, Anomaly Detection, Classification, Genetic Programming and Reinforcement Learning.
- Robustness
- Planning Systems
- Data Streams
- Adversarial Examples
- Semi-Supervised Learning
- Reinforcement Learning
- Classification
- Active Learning
- Machine Learning
- Deep Learning
- Neural Networks
- Anomaly Detection
- Genetic Programming
- Robotics
- Unsupervised
- Concept Drift
- Heuristic Search
- Plant Disease Detection
- Smart Farming
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Deep Learning135 topics
- Machine Learning104 topics
- Neural Networks83 topics
- Active Learning31 topic
- Anomaly Detection31 topic
- Classification31 topic
- Genetic Programming31 topic
- Reinforcement Learning31 topic
- Robotics31 topic
- Semi-Supervised Learning31 topic
- Unsupervised31 topic
- Adversarial Examples21 topic
- Concept Drift21 topic
- Data Streams21 topic
- Heuristic Search21 topic
- Planning Systems21 topic
- Plant Disease Detection21 topic
- Robustness21 topic
- Smart Farming21 topic
Where does Thomas G. Dietterich work?
Thomas G. Dietterich's main affiliation in the publication record is Oregon State University, United States.
How many publications and citations does Thomas G. Dietterich have?
Science Explorer counts 59 works and 1,305 citations for Thomas G. Dietterich, ranking #7,364 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.